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926 search results found

Ml From Scratch ⭐ 23,095

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Awesome Datascience ⭐ 23,007

📝 An awesome Data Science repository to learn and apply for real world problems.

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Lightgbm ⭐ 16,056

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Awesome Production Machine Learning ⭐ 15,804

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Gensim ⭐ 15,180

Topic Modelling for Humans

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Openrefine ⭐ 10,106

OpenRefine is a free, open source power tool for working with messy data and improving it

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Anomaly Detection Resources ⭐ 7,616

Anomaly detection related books, papers, videos, and toolboxes

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Sktime ⭐ 7,405

A unified framework for machine learning with time series

Awesome Ml For Cybersecurity ⭐ 6,564

:octocat: Machine Learning for Cyber Security

Ferret ⭐ 5,540

Declarative web scraping

Mlxtend ⭐ 4,669

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Orange3 ⭐ 4,469

🍊 📊 💡 Orange: Interactive data analysis

Datascience ⭐ 3,955

Curated list of Python resources for data science.

Next generation of automated data exploratory analysis and visualization platform.

Textract ⭐ 3,699

extract text from any document. no muss. no fuss.

Kaggle Solutions ⭐ 3,579

🏅 Collection of Kaggle Solutions and Ideas 🏅

Alink ⭐ 3,479

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Machinelearning ⭐ 3,016

Machine learning resources

Webplotdigitizer ⭐ 2,375

Online tool to extract numerical data from plot images.

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

10x faster matrix and vector operations

Graphic Walker ⭐ 2,077

An open source alternative to Tableau. Easily embedded in any web apps.

Pdftabextract ⭐ 1,994

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Discord Datamining ⭐ 1,631

Datamining Discord changes from the JS files

Ai For Security Learning ⭐ 1,571

安全场景、基于AI的安全算法和安全数据分析业界实践

Invoice2data ⭐ 1,570

Extract structured data from PDF invoices

Research ⭐ 1,550

novel deep learning research works with PaddlePaddle

Multi-class confusion matrix library in Python

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

Ail Framework ⭐ 1,273

AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project

Tsv Utils ⭐ 1,236

eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.

Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.

Vvedenie Mashinnoe Obuchenie ⭐ 1,187

📝 Подборка ресурсов по машинному обучению

Clevercsv ⭐ 1,168

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Awesome Fl ⭐ 1,103

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Nfstream ⭐ 1,043

NFStream: a Flexible Network Data Analysis Framework.

Team Learning Data Mining ⭐ 1,001

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

Astroml ⭐ 984

Machine learning, statistics, and data mining for astronomy and astrophysics

Deep_gcns_torch ⭐ 940

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Pyclustering ⭐ 853

pyclustring is a Python, C++ data mining library.

Dataflowjavasdk ⭐ 853

Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.

Pyhealth ⭐ 825

A Deep Learning Python Toolkit for Healthcare Applications.

Feature Engineering And Feature Selection ⭐ 798

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

My Tensorflow Tutorials ⭐ 794

This repo contains all of my TensorFlow tutorials

Stocktalk ⭐ 773

Data collection tool for social media analytics

Cookbook 2nd ⭐ 773

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

Graph Adversarial Learning Literature ⭐ 772

A curated list of adversarial attacks and defenses papers on graph-structured data.

ELKI Data Mining Toolkit

Collection of various algorithms implemented in R.

A toolkit for conducting machine learning tasks with time series data

Dataproofer ⭐ 681

A proofreader for your data

Unitypy ⭐ 665

UnityPy is python module that makes it possible to extract/unpack and edit Unity assets

Data Science With Ruby ⭐ 664

Practical Data Science with Ruby based tools.

Interpretable_machine_learning_with_python ⭐ 629

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

Awesome Ai For Time Series Papers ⭐ 627

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Awesome Deep Graph Clustering ⭐ 626

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Pm4py Core ⭐ 617

Public repository for the PM4Py (Process Mining for Python) project.

Adbench ⭐ 609

Official Implement of "ADBench: Anomaly Detection Benchmark".

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

Kam1n0 Community ⭐ 601

The Kam1n0 Assembly Analysis Platform

Time series analysis in the `tidyverse`

Game Datasets ⭐ 584

🎮 A curated list of awesome game datasets, and tools to artificial intelligence in games

Python Twitter Examples ⭐ 570

Examples of using Python for Twitter social data mining, using the python-twitter-tools framework.

krangl is a {K}otlin DSL for data w{rangl}ing

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

Instascrape ⭐ 554

Powerful and flexible Instagram scraping library for Python, providing easy-to-use and expressive tools for accessing data programmatically

Cookbook 2nd Code ⭐ 532

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

Text_mining_resources ⭐ 511

Resources for learning about Text Mining and Natural Language Processing

Jekyll-based static site for The Programming Historian

Osintbuddy ⭐ 498

Node graphs, OSINT data mining, and plugins. Connect unstructured and public data for transformative insights

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Hearthbreaker ⭐ 474

A Hearthstone: Heroes of WarCraft Simulator for the purposes of Machine Learning and Data Mining

Cogcomp Nlp ⭐ 448

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

Ail Framework ⭐ 440

AIL framework - Analysis Information Leak framework

Rong360 ⭐ 438

用户贷款风险预测

Grimoirelab ⭐ 432

GrimoireLab: platform for software development analytics and insights

Dgfraud ⭐ 432

A Deep Graph-based Toolbox for Fraud Detection

Chefboost ⭐ 428

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

Matminer ⭐ 422

Data mining for materials science

Book Socialmediaminingpython ⭐ 415

Companion code for the book "Mastering Social Media Mining with Python"

Pulsarrpa ⭐ 413

Automate webpages at scale, scrape web data completely and accurately with high performance, distributed RPA.

RMDL: Random Multimodel Deep Learning for Classification

Ffxiv Datamining ⭐ 407

This repository is to serve as a place to share data mining information related to Final Fantasy XIV.

Mli Resources ⭐ 405

H2O.ai Machine Learning Interpretability Resources

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

Knowage Server ⭐ 387

Knowage is the professional open source suite for modern business analytics over traditional sources and big data systems.

Instamancer ⭐ 380

Scrape Instagram's API with Puppeteer

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

Hnpickup ⭐ 358

This is an educational example of a data mining web application: when is good time to post on HN

Social media scraping / data collection tool for the Facebook, Twitter, Reddit, YouTube, Pinterest, and Tumblr APIs

Fraud Detection Handbook ⭐ 352

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

Pydatalab ⭐ 347

open source for wechat-official-account (ID: PyDataLab)

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